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Quantitative DNA metabarcoding: improved estimates of species proportional biomass using correction factors derived from control material
- Source :
- Molecular Ecology Resources. 16:714-726
- Publication Year :
- 2015
- Publisher :
- Wiley, 2015.
-
Abstract
- DNA metabarcoding is a powerful new tool allowing characterization of species assemblages using high-throughput amplicon sequencing. The utility of DNA metabarcoding for quantifying relative species abundances is currently limited by both biological and technical biases which influence sequence read counts. We tested the idea of sequencing 50/50 mixtures of target species and a control species in order to generate relative correction factors (RCFs) that account for multiple sources of bias and are applicable to field studies. RCFs will be most effective if they are not affected by input mass ratio or co-occurring species. In a model experiment involving three target fish species and a fixed control, we found RCFs did vary with input ratio but in a consistent fashion, and that 50/50 RCFs applied to DNA sequence counts from various mixtures of the target species still greatly improved relative abundance estimates (e.g. average per species error of 19 ± 8% for uncorrected vs. 3 ± 1% for corrected estimates). To demonstrate the use of correction factors in a field setting, we calculated 50/50 RCFs for 18 harbour seal (Phoca vitulina) prey species (RCFs ranging from 0.68 to 3.68). Applying these corrections to field-collected seal scats affected species percentages from individual samples (Δ 6.7 ± 6.6%) more than population-level species estimates (Δ 1.7 ± 1.2%). Our results indicate that the 50/50 RCF approach is an effective tool for evaluating and correcting biases in DNA metabarcoding studies. The decision to apply correction factors will be influenced by the feasibility of creating tissue mixtures for the target species, and the level of accuracy needed to meet research objectives.
- Subjects :
- 0106 biological sciences
0301 basic medicine
Biostatistics
Biology
010603 evolutionary biology
01 natural sciences
DNA barcoding
DNA sequencing
03 medical and health sciences
Statistics
Genetics
Animals
DNA Barcoding, Taxonomic
Environmental DNA
Control material
Relative species abundance
Ecology, Evolution, Behavior and Systematics
Biomass (ecology)
Ecology
Relative correction
High-Throughput Nucleotide Sequencing
Biota
030104 developmental biology
Metagenomics
Biotechnology
Subjects
Details
- ISSN :
- 1755098X
- Volume :
- 16
- Database :
- OpenAIRE
- Journal :
- Molecular Ecology Resources
- Accession number :
- edsair.doi.dedup.....d88e9fcc951b5a94942175dd17f922f2
- Full Text :
- https://doi.org/10.1111/1755-0998.12490